Luxury and alternative assets
We turn catalogues, documents, correspondence, and expert knowledge into usable market data.
Most information in this market sits outside any database.
Auction houses, luxury publishers, insurers, archives, media companies, and investment funds work with information that arrives as scans, catalogues, condition reports, correspondence, and expert opinion. Each client holds a different mix, and each mix requires its own pipeline. We design that pipeline for one client at a time.
- Records arrive in many formats and languages.
- Expert judgment carries information that standard forms leave out.
- Archives hold decades of material that becomes usable once it is structured.
- Signals appear across several sources and require matching before analysis.
A Pod joins research, software, and operations.
Data collection and labeling
We collect and verify information from public, private, and expert sources to a specification the client sets. We label it for search, analysis, and model training.
Software and AI development
We build signalling, matching, and classification algorithms, and the AI-backed software around them, including retrieval over documents and catalogues.
Operational support and QA
We manage documents, catalogues, and archives, run the ETL pipelines that structure them into databases, and keep the records current.
From source material to an operating system.
Specification
We define the sources, fields, and review standards with the client.
Collection
Researchers and pipelines gather and verify the material.
Structuring
We label, match, and load it into the client's database.
Software
We build and maintain the algorithms and applications that use it.
Dedicated staff, systems, and project memory.
Sources, fields, and review standards follow the client's specification. The resulting data and software belong to the client.
Contact usDiscover the sectors we serve.
Technology and AI
We build, operate, or transfer software products.
Financial services and fintech
We supply alternative data, models, and operations.
Private equity and portfolio companies
We deploy shared execution capacity across portfolio companies.
Media and publishing
We produce content, run operations, and collect audience data.
Real estate
We collect pricing, availability, occupancy, and comparables.